Mike Tian-Jian Jiang

Also published as: Mike Tian-jian Jiang, Tian-Jian Jiang


2022

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PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts
Stephen Bach | Victor Sanh | Zheng Xin Yong | Albert Webson | Colin Raffel | Nihal V. Nayak | Abheesht Sharma | Taewoon Kim | M Saiful Bari | Thibault Fevry | Zaid Alyafeai | Manan Dey | Andrea Santilli | Zhiqing Sun | Srulik Ben-david | Canwen Xu | Gunjan Chhablani | Han Wang | Jason Fries | Maged Al-shaibani | Shanya Sharma | Urmish Thakker | Khalid Almubarak | Xiangru Tang | Dragomir Radev | Mike Tian-jian Jiang | Alexander Rush
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics: System Demonstrations

PromptSource is a system for creating, sharing, and using natural language prompts. Prompts are functions that map an example from a dataset to a natural language input and target output. Using prompts to train and query language models is an emerging area in NLP that requires new tools that let users develop and refine these prompts collaboratively. PromptSource addresses the emergent challenges in this new setting with (1) a templating language for defining data-linked prompts, (2) an interface that lets users quickly iterate on prompt development by observing outputs of their prompts on many examples, and (3) a community-driven set of guidelines for contributing new prompts to a common pool. Over 2,000 prompts for roughly 170 datasets are already available in PromptSource. PromptSource is available at https://github.com/bigscience-workshop/promptsource.

2012

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Cost-benefit Analysis of Two-Stage Conditional Random Fields based English-to-Chinese Machine Transliteration
Chan-Hung Kuo | Shih-Hung Liu | Mike Tian-Jian Jiang | Cheng-Wei Lee | Wen-Lian Hsu
Proceedings of the 4th Named Entity Workshop (NEWS) 2012

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Enhancement of Feature Engineering for Conditional Random Field Learning in Chinese Word Segmentation Using Unlabeled Data
Mike Tian-Jian Jiang | Cheng-Wei Shih | Ting-Hao Yang | Chan-Hung Kuo | Richard Tzong-Han Tsai | Wen-Lian Hsu
International Journal of Computational Linguistics & Chinese Language Processing, Volume 17, Number 3, September 2012

2011

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Evaluation via Negativa of Chinese Word Segmentation for Information Retrieval
Mike Tian-Jian Jiang | Cheng-Wei Shih | Richard Tzong-Han Tsai | Wen-Lian Hsu
Proceedings of the 25th Pacific Asia Conference on Language, Information and Computation

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Unsupervised Overlapping Feature Selection for Conditional Random Fields Learning in Chinese Word Segmentation
Ting-hao Yang | Tian-Jian Jiang | Chan-hung Kuo | Richard Tzong-han Tsai | Wen-lian Hsu
Proceedings of the 23rd Conference on Computational Linguistics and Speech Processing (ROCLING 2011)

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English-to-Chinese Machine Transliteration using Accessor Variety Features of Source Graphemes
Mike Tian-Jian Jiang | Chan-Hung Kuo | Wen-Lian Hsu
Proceedings of the 3rd Named Entities Workshop (NEWS 2011)

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Robustness Analysis of Adaptive Chinese Input Methods
Mike Tian-Jian Jiang | Cheng-Wei Lee | Chad Liu | Yung-Chun Chang | Wen-Lian Hsu
Proceedings of the Workshop on Advances in Text Input Methods (WTIM 2011)

2010

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Term Contributed Boundary Feature using Conditional Random Fields for Chinese Word Segmentation Task
Tian-Jian Jiang | Shih-Hung Liu | Cheng-Lung Sung | Wen-Lian Hsu
Proceedings of the 22nd Conference on Computational Linguistics and Speech Processing (ROCLING 2010)

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Term Contributed Boundary Tagging by Conditional Random Fields for SIGHAN 2010 Chinese Word Segmentation Bakeoff
Tian-Jian Jiang | Shih-Hung Liu | Cheng-Lung Sung | Wen-Lian Hsu
CIPS-SIGHAN Joint Conference on Chinese Language Processing